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Automation Risk Analysis

Will “Data Management Associate” be Automated?

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AI Exposure Risk

62%

“Data Management Associate” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Data Management Associate” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Avg. Annual Salary $107,440
Avg. Hourly Wage $51.65
Available Jobs (US) 73,180
Job Title & Hierarchy Code (SOC) Database Administrators #15-1242
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Administrators”

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Core Skills & Abilities

  • Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.

  • Revise company definition of data as defined in data dictionary.

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.

  • Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

  • Review procedures in database management system manuals to make changes to database.

  • Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

  • Plan and install upgrades of database management system software to enhance database performance.

  • Provide technical support to junior staff or clients.

  • Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.

  • Train users and answer questions.

  • Test programs or databases, correct errors, and make necessary modifications.

  • Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.

  • Select and enter codes to monitor database performance and to create production databases.

  • Specify users and user access levels for each segment of database.

  • Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.

  • Test changes to database applications or systems.

Technologies & Software

  • Microsoft Outlook
  • Database security software
  • Oracle JDBC
  • MySQL
  • UNIX
  • Data manipulation language DML
  • Oracle Taleo
  • Microsoft Office software
  • Oracle Primavera Enterprise Project Portfolio Management
  • IBM SPSS Statistics
  • Operating system software
  • Cisco Webex
  • C#
  • The MathWorks MATLAB
  • Blackboard software
  • Scala
  • Oracle Java
  • Couchbase Server
  • JavaScript Object Notation JSON
  • Ellucian Banner ERP
  • Ubuntu
  • Gemini (Google)
  • SAP Adaptive Server Enterprise
  • Microsoft Access
  • Skype
  • Apache Groovy
  • Swift
  • Veritas NetBackup
  • Oracle Learning Management
  • Database capacity planning software
  • Microsoft ASP.NET
  • Ruby
  • Chef
  • Oracle WebLogic Server
  • Customer information control system CICS
  • DOS shell script
  • Eclipse IDE
  • Microsoft Dynamics GP
  • C
  • Embarcadero Technologies DBArtisan
  • Microsoft Dynamics
  • SAP Business Objects
  • Integrated development environment IDE software
  • Linux
  • Microsoft ActiveX
  • Computer Associates Log Analyzer
  • Transact-SQL
  • Relational database management system software
  • ChatGPT (OpenAI)
  • Zabbix
  • Ruby on Rails
  • Mistral (Mistral AI)
  • Encryption software
  • McAfee
  • Perl
  • SAP Replication Server
  • Microsoft Windows Server
  • Microsoft Visual Basic for Applications VBA
  • Microsoft SharePoint
  • Apache HTTP Server
  • Oracle Database
  • Google Angular
  • Oracle SQL Plus
  • Apache Solr
  • Oracle E-Business Suite Financials
  • Oracle Golden Gate
  • Blackbaud The Raiser's Edge
  • Ext JS
  • Cascading style sheets CSS
  • ADO.NET
  • Mistral AI (chat/models)
  • LAMP Stack
  • Epic Systems
  • NortonLifeLock cybersecurity software
  • Oracle Reports
  • Computer based training software
  • Microsoft Visual C# .NET
  • Atlassian JIRA
  • Apache Airflow
  • Oracle PeopleSoft
  • Teradata Active Enterprise Data Warehouse
  • Restructured extended executor REXX
  • R
  • Fund accounting software
  • Autodesk Revit
  • Microsoft Visual Studio
  • Storage area network SAN software
  • Unified modeling language UML
  • Lovable.dev
  • Database cloning software
  • Apache Subversion SVN
  • BMC Software Control-M
  • IBM WebSphere
  • Informatica Big Data
  • Red Hat Enterprise Linux
  • IBM Interactive System Productivity Facility ISPF
  • PHP
  • Gemini Code Assist
  • ASG Technologies ASG-Zeke
  • Informatica software
  • Oracle Hyperion
  • Data definition language DDL
  • MapR Converged Data Platform
  • Data modeling software
  • Relational database management software
  • Microsoft SQL Server Reporting Services SSRS
  • GitHub Copilot
  • Oracle Fusion Applications
  • Apache Spark
  • Dassault Systemes CATIA
  • Amazon Web Services AWS CloudFormation
  • Llama (Meta)
  • MongoDB
  • Atlassian Confluence
  • Job control language JCL
  • Qlik Tech QlikView
  • Object database management system ODBMS
  • Apple macOS
  • Spring Framework
  • Perforce Helix software
  • NetSuite ERP
  • Apache Ant
  • AJAX
  • Salesforce Visualforce
  • Enterprise JavaBeans
  • Hewlett Packard LoadRunner
  • Microsoft PowerShell
  • Bolt.new
  • ReCrystallize Crystal Reports
  • Atlassian Bamboo
  • Backbone.js
  • Oracle JD Edwards EnterpriseOne
  • Docker
  • Wireshark
  • Prolog
  • Amazon Simple Storage Service S3
  • MariaDB
  • Redgate SQL Server
  • Django
  • Red Hat OpenShift
  • EMC NetWorker
  • SAP Crystal Reports
  • Oracle Application Express APEX
  • Hibernate ORM
  • Index tuning software
  • DeepSeek
  • Oracle Solaris
  • Amazon Web Services AWS software
  • Test data generator software
  • Microsoft Publisher
  • SAP PowerBuilder
  • Data validation software
  • Greenplum Database
  • Apache Kafka
  • HP DataProtector
  • Access management software
  • Python
  • Microsoft Azure software
  • Virtual private networking VPN software
  • Nagios
  • v0 by Vercel
  • Database testing software
  • Supervisory control and data acquisition SCADA software
  • Go
  • JavaScript
  • Informatica Corporation PowerCenter
  • IBM Rational Data Architect
  • Human resource management software HRMS
  • StataCorp Stata
  • Cursor AI
  • Apache Struts
  • Oracle Designer
  • Amazon Data Pipeline
  • Apache Pig
  • Microsoft Project
  • Oracle JavaServer Pages JSP
  • ESRI ArcGIS software
  • Apache Sqoop
  • Devin (Cognition AI)
  • Bash
  • Microsoft Power BI
  • IBM Notes
  • Geographic information system GIS software
  • Splunk Enterprise
  • Pentaho Kettle
  • IBM Domino
  • Grok (xAI)
  • Concurrency control software
  • Data mapping software
  • CA IDMS
  • Google Analytics
  • Minitab
  • FileMaker Pro
  • Microsoft Excel
  • Nova (Amazon)
  • SAS
  • Deployment software
  • Red Hat Ansible Engine
  • IBM DB2
  • Amazon DynamoDB
  • Google Antigravity
  • Marketo Marketing Automation
  • Apache Tomcat
  • Node.js
  • MicroStrategy
  • Microsoft .NET Framework
  • GitHub
  • Oracle SQL Developer
  • Microsoft SQL Server Integration Services SSIS
  • Salesforce software
  • Microsoft ASP.NET Core MVC
  • Ansible software
  • LexisNexis
  • Visual Paradigm DB Visual ARCHITECT
  • Dynamic hypertext markup language DHTML
  • Amazon CodeWhisperer
  • Acronis Recovery Expert
  • Perplexity AI
  • Codeium
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle Eloqua
  • Microsoft Active Server Pages ASP
  • Microsoft PowerPoint
  • Git
  • Apache Mahout
  • Structured query language SQL
  • Quest Central
  • JUnit
  • Kimi (Moonshot AI)
  • Microsoft Windows
  • Oracle Fusion Middleware
  • Drupal
  • Delphi Technology
  • Data transformation services DTS software
  • Elasticsearch
  • jQuery
  • Microsoft SQL Server
  • Oracle SQL Loader
  • SolarWinds
  • Quest SharePlex
  • Jupyter Notebook
  • Amazon Elastic Compute Cloud EC2
  • Shell script
  • Extensible markup language XML
  • Advanced business application programming ABAP
  • Micosoft SQL Server Analysis Services SSAS
  • PySpark
  • C++
  • IBM Power Systems software
  • Teradata Database
  • Quest Erwin Data Modeler
  • Microsoft Visual Basic
  • Oracle Enterprise Manager Cloud Control
  • Common business oriented language COBOL
  • VMware
  • Nearpod
  • LogMeIn GoToWebinar
  • BMC Software Change Manager
  • CA Easytrieve Report Generator
  • Tableau
  • SentryOne SQL Sentry
  • PostgreSQL
  • IBM Cognos Impromptu
  • Tabnine
  • BMC Software Recovery Manager RMAN
  • Apache Hive
  • Hewlett Packard HP-UX
  • UNIX Shell
  • Oracle Real Application Cluster RAC
  • Oracle Business Intelligence Enterprise Edition
  • Apache Maven
  • Google Meet
  • Extensible hypertext markup language XHTML
  • Oracle PeopleSoft Financials
  • Red Hat WildFly
  • Oracle PL/SQL
  • Safe Software FME
  • NoSQL
  • Snowflake
  • Apache Hadoop
  • Data dictionary software
  • Storage management software
  • Citrix cloud computing software
  • Hypertext markup language HTML
  • IBM ADSTAR
  • Systems and data disaster recovery software
  • SAP software
  • Spring Boot
  • Database software
  • IBM Informix
  • Qwen (Alibaba)
  • LogMeIn GoToMeeting
  • Ab Initio
  • Adobe Dreamweaver
  • Microsoft Exchange
  • Microsoft Visio
  • Amazon Redshift
  • Database design software
  • Puppet
  • Apache Cassandra
  • Cluster server software
  • Microsoft Word
  • Microsoft Azure Data Factory
  • Microsoft Visual Basic.NET
  • Catalog navigation software
  • KornShell
  • Oracle Data Guard
  • Selenium
  • Oracle Enterprise Manager
  • IBM InfoSphere DataStage
  • Claude (Anthropic)
  • Redundant array of independent disks RAID systems
  • Hard disk drives
  • Mainframe computers
  • Desktop computers
  • Notebook computers
  • Tape libraries